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Company focus

Kavak

Why has Kavak's vehicle inspection process seen a 20% increase in average completion time over the past month?

Prepared by NextSprints

15 mins
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Problem Solving Data Analysis Process Improvement Automotive E-commerce Technology Data Analysis Root Cause Analysis Process Optimization Automotive Operational Efficiency
Product Management Root Cause Analysis Question: Investigating increased vehicle inspection times at Kavak

Introduction

Kavak's vehicle inspection process experiencing a 20% increase in average completion time over the past month is a critical issue that demands immediate attention. This slowdown could significantly impact customer satisfaction, operational efficiency, and ultimately, the company's bottom line. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might have been a recent change in the inspection process. Has Kavak implemented any new inspection steps or technologies in the last 1-2 months?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: Yes, a new diagnostic tool was introduced. Impact on approach: If confirmed, we'd focus on the new tool's implementation and user adoption.

  • Considering the scale of the increase, I'm wondering about staffing changes. Has there been any significant turnover or new hires in the inspection team recently?

Why it matters: Staff changes can impact process efficiency and consistency. Expected answer: No major staffing changes. Impact on approach: If true, we'd shift focus to other factors like process or technology.

  • Given the specific 20% figure, I'm curious about the data collection method. Has there been any change in how inspection time is measured or reported in the last month?

Why it matters: Ensures we're comparing apples to apples in our analysis. Expected answer: No changes in measurement methods. Impact on approach: If changed, we'd need to reassess the validity of the 20% increase.

  • Thinking about external factors, I'm considering seasonal impacts. Are we seeing any unusual patterns in the types or conditions of vehicles being inspected compared to previous months?

Why it matters: External factors could explain the increase without indicating an internal issue. Expected answer: No significant changes in vehicle types or conditions. Impact on approach: If changes are noted, we'd need to factor this into our analysis and solutions.

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Updated Mar 29, 2025